LAKHOWAL

MAP IT

From governance expectations to execution evidence.

  1. Governance expectation
  2. Execution control
  3. Execution evidence

FRAMEWORK

NIST AI Risk Management Framework

  1. Govern
  2. Map
  3. Measure
  4. Manage

MANAGEMENT SYSTEM

ISO/IEC 42001

  1. Plan
  2. Do
  3. Check
  4. Act

EVALUATION

AI TEVV

  1. Test
  2. Evaluate
  3. Verify
  4. Validate

ENGINEERING

IEEE / engineering standardization

Technical contribution and standards-facing work on execution authority and its assurance.

GOVERNANCE

DGSI / accountable decision-system governance

  1. Decision system
  2. Accountable governance
  3. Execution evidence

MAPPING

Crosswalk

Benchmark quantityCanonical mappingNote
UER — Unauthorized Execution RateAUT-01 ★Mandatory gate
FPR — False Permit RateAUT-02AUT-01 when using the full-corpus unauthorized-execution denominator
FDR — False Denial RateAUT-03—
FCR — Fail-Closed RateFCL-02 / ENV-02 (success form)FCL-01 ★ in complementary fail-open form
Bypass RateBND-02 ★Outcome surface; BND-03 is the injected-detection surface
Γ Compliance / First-Failure DominanceAUT-04—

The distinction is load-bearing: FPR = incorrect PERMIT decision; UER = unauthorized action actually externalized; bypass = execution outside the declared mediation boundary. Related, never interchangeable.

PRINCIPLE

Evidence does not create authority.

  1. Evidence
  2. Review
  3. Authority granted by governance

Alignment ≠ certification or endorsement.

Every mapping on this page is a technical mapping. None of it is certification, approval, compliance or endorsement by any standards body or framework owner.

Framework mappings are informative and do not constitute legal compliance, regulatory approval, certification, accreditation, endorsement, or adoption by NIST, the European Union, or any other institution.